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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023
Grammatical Error Correction via Mixed-Grained Weighted Training EMNLP 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023
Indirectly Supervised Natural Language Processing ACL 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation ICCV 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels ICCV 2023
“A Tale of Two Movements’: Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction EMNLP 2023
Handshape-Aware Sign Language Recognition: Extended Datasets and Exploration of Handshape-Inclusive Methods EMNLP 2023
Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023
Error Detection for Text-to-SQL Semantic Parsing EMNLP 2023
A Query-Parallel Machine Reading Comprehension Framework for Low-resource NER EMNLP 2023
Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023
Weakly-Supervised Audio-Visual Segmentation NIPS 2023
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision EMNLP 2023
Mitigating Source Bias for Fairer Weak Supervision NIPS 2023
LowResource at BLP-2023 Task 2: Leveraging BanglaBert for Low Resource Sentiment Analysis of Bangla Language EMNLP 2023
PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment NIPS 2023